Knowledge Computing and its ApplicationsIIKnowledg

文件名称: Knowledge Computing and its ApplicationsII

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详细说明：Knowledge Computing and its Applications， Knowledge Computing in Specific Domains: Volume IIS Margret Anouncia. Uffe Kock wiil Editors Knowledge Computing and its Applications Knowledge Computing in Specific Domains Volume ii 空 Springer editors S. Margret Anouncia Uffe Kock wiil School of Computing science and The maersk Mc-Kinney moller Institute Engineerins University of Southern denmark VIT University Vellore. Tamil nadu Denmark India ISBN978981-10-8257-3 ISBN978-981-10-8258-0( eBook) https:/doi.org/10.1007/978-981-10-8258-0 Library of Congress Control Number: 2017962106 C Springer Nature Singapore Pte Ltd. 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied with respect to the material contained herein or for any errors or omissions that may have been made The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations Printed on acid-free paper This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd part of Springer Nature The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721 Singapore Dedicated to The almighty god Foreword Knowledge computing plays a key role in the current information age. Processing of huge amounts of data and extracting relevant knowledge is a central part of data science today. a glance at this book and its organization shows that it provides a compre hensive collection of contributions covering current directions, challenges, and applications in the field of knowledge computing The contributions deal with different dimensions of know ledge processing exemplified by a broad spectrum of applications. The tools and methodologies underlying the contributions provide a state-of-the-art glimpse into modern knowledge computing This book consists of five parts divided into two volumes: Volume I: (1)knowledge manipulation techniques for Internet technologies, (2) knowledge computing for large organizations, 3) knowledge computing and competency development; Volume II:(4)know ledge processing in specific domains, and (5) knowledge engineering process in information management. Taken together, these five parts (including a total of 3 1 chapters)provide an excellent overview of current tools, methodologies, and practice in the field of knowledge computing This book can serve as important inspiration for academics, industry experts business professionals as well as students in their future research endeavors Enjor Vijayawada, Andhra Pradesh, India Dr. Suresh Chandra Satapathy LMCSI. Senior member Ieee Professor and head Department of CSE PVP Siddhartha Institute of Technology Preface The information society is rapidly migrating to the knowledge economy where knowledge management is renovating to the know ledge ecosystem Several entities may not provide convenient capabilities directly but can enable capabilities of other products, services, or users. Knowledge economy concerns in substituting knowledge-based products and services within knowledge markets that are built on mechanisms to enable, support, and help in mobilization, exchange of information/knowledge among providers and users This Handbook of Knowledge Computing and its Applications is an edited book contributed by seventy of researchers who work in the field of knowledge engi- neering. The scope of this book includes knowledge manipulation techniques for Internet technologies, knowledge processing tools and techniques in specific domains, knowledge computing in large and international organizations, applica tion of knowledge engineering process in information management, skill, and competency development This book is edited as two volumes comprising fourteen and fifteen chapters, respectively. The first volume focuses on Knowledge Manipulation and Processing echniques comprising three parts such as Knowledge Manipulation Techniques for Internet Technologies that include articles dealing with know ledge manipulation representation techniques that are useful for recent Internet technologies such as Big Data and loT. The second part on Knowledge Computing in Large organizations focuses the various organizational issues sorted out through knowledge computin methods. The third part deals with the knowledge Computing and Competency Development The second volume titled Knowledge Computing in Specific Domains has two parts. The first part of volume two delineates on Knowledge Processing Tools and Techniques in Specific Domains with articles associating knowledge processing il domains such as health care, manufacturing, multimedia and remote sensing The second part deals with the articles concentrating on the Application of knowledge engineering process in Information Management Preface With the drastic growth of knowledge collections in varieties of forms and i diversified fields, the demand for the know ledge processing and representation increases. Consequently the claim for the use of knowledge tools and techniques arises. With this motivation, the handbook is planned and is intended for a spectrum of people spanning from academicians, researchers, industry experts, and students This book also can be beneficial to business managers and entrepreneurs The salient features of this handbook include It covers knowledge processing in the developing domains such as Big Data, IoT. health care and multimedia It also presents methods associated with the knowledge computing and its applications Contributors to this book are researchers and practitioners from various reputed academia and industries within and outside the country We thank all the contributors for their relentless effort. Without their support, this book would never become a realization. We express our gratitude to Springer for their support throughout the project Vellore. india S. Margret anouncia Odense m. denmark Uffe Kock wiil Acknowledgements First and foremost, the editors would like to wholeheartedly thank the lord, from the bottom of their hearts, who has been the enduring source of strength and comfort for the completion of this book project. You have given us the power to believe in our passion and pursue our dreams The editors would like to acknow ledge the help of all the people involved in this project and, more specifically, the authors and reviewers who took part in the review process. Without their support, this book would not have become a reality The editors would like to thank each one of the authors for their contributions Our sincere gratitude goes to the chapters authors who contributed their time and expertise to this book The editors wish to acknowledge the valuable contributions of the reviewers regarding the improvement of quality, coherence, and content presentation of chapters. They also thank the reviewers for their thoughtful, detailed and con structive comments The editors' heartfelt thanks go to all the friends and colleagues who assisted them in all endeavors of assembling this book and their outstanding and generous help in providing recommendations and observations which has been an inspiration for this book Finally, the editors would like to acknowledge with gratitude the support and love of their family members for compiling this book. This book would not have been possible without their support Vellore. india S Margret Anouncia Odense m. denmark Uffe Kock wiil Contents Part I Knowledge Processing in Specific Domains Probabilistic Graphical Models for Medical Image Mining Challenges of New Generation Sridevi tumula and sameen s. Fathima Pipeline Crack Detection Using Mathematical Morphological Operate 29 A. Prema Kirubakaran and l. v. murali Krishna Efficiency of Multi-instance Learning in Educational Data Mining 47 S. Anupama Kumar and M.N. Vijayalakshmi Ontology-Driven Decision Support Systems for Health Care S. Shridevi. v. viswanathan and B. saleena Prediction of Land Cover Changes in Vellore district of Tamil Nadu by Using Satellite Image Processing 87 M. Prabu and s margret anouncia An Integrated Approach for Optimal Feature Selection and Anatomic Location Identification on Pediatric foreign body aspired Radiographic Images M. Vasumathy and Mythili Thirugnanam A Comparative analysis of Local Pattern Descriptors for Face Recognition 129 R. Srinivasa perumal and p. v.s. s.r. Chandra mouli Part Ii Knowledge Engineering Process in Information Management Agent-Based Architecture for Developing Recommender System in Libraries 157 Snehalata b. Shirude and satish. Kolhe

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